About the Authors

Marta Fernandes

Roles Conceptualization, Data curation, Formal analysis, Funding acquisition, Investigation, Methodology, Software, Validation, Visualization, Writing – original draft, Writing – review & editing

marta.fernandes@tecnico.ulisboa.pt

Affiliation IDMEC, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal

Rúben Mendes

Roles Data curation, Investigation, Methodology, Software

Affiliation IDMEC, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal

Susana M. Vieira

Roles Conceptualization, Funding acquisition, Investigation, Methodology, Writing – review & editing

Affiliation IDMEC, Instituto Superior Técnico, Universidade de Lisboa, Lisbon, Portugal

Francisca Leite

Roles Conceptualization

Affiliation Hospital da Luz Learning Health, Lisbon, Portugal

Carlos Palos

Roles Conceptualization

Affiliation Hospital Beatriz Ângelo, Luz Saúde, Lisbon, Portugal

Alistair Johnson

Roles Data curation, Investigation, Software, Validation, Writing – review & editing

Affiliation MIT Critical Data, Laboratory for Computational Physiology, Harvard-MIT Health Sciences & Technology, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America

Stan Finkelstein

Roles Conceptualization, Funding acquisition

Affiliation Institute for Data, Systems and Society, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America

Steven Horng

Roles Conceptualization, Data curation, Investigation, Methodology, Software, Validation, Writing – review & editing

Affiliation Department of Emergency Medicine / Division of Clinical Informatics / Center for Healthcare Delivery Science, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States of America

Leo Anthony Celi

Roles Conceptualization, Methodology, Validation, Writing – review & editing

Affiliations MIT Critical Data, Laboratory for Computational Physiology, Harvard-MIT Health Sciences & Technology, Massachusetts Institute of Technology, Cambridge, Massachusetts, United States of America, Division of Pulmonary Critical Care and Sleep Medicine, Beth Israel Deaconess Medical Center, Boston, Massachusetts, United States of America

Competing Interests

The authors have declared that no competing interests exist.